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Democratizing AI for Small and Mid-sized Manufacturers

SOUTHEAST Session: Job shops, mid-size machine shops, and contract manufacturers power much of the world’s production, yet they face persistent constraints: skilled labor shortages, rising complexity, and pressure to deliver faster at lower cost. While AI adoption has taken root in large enterprises, the greatest untapped potential lies with small and mid-sized manufacturers. This session will cover how practical AI solutions can compress programming time, improve productivity and reskill existing and onboard new employees and attract a new generation of talent.

Brandon White

Speaker at SOUTHEAST: Brandon White, Vice President of Sales, Acieta

Steve George

Speaker at SOUTHEAST: Steve George, Senior Manager Product Engineering – Solid Rounds, Kennametal

Ryan Benson

Speaker at SOUTHEAST: Ryan Benson, Vice President of Security, CompassMSP

Rebecca Battle

Speaker at SOUTHEAST: Rebecca Battle, Director, South Carolina Department of Employment and Workforce

Susan Carlock

Speaker at SOUTHEAST: Susan Carlock, Co-Owner & Executive Vice President, Mursix Corporation & Murray Mentor, Inc.

Start with the End in Mind: Transforming Results in Manufacturing

SOUTHEAST Session: Every manufacturing leader wants better results—higher productivity, stronger margins, improved retention. But results don’t just happen. They are outcomes, driven by a chain of causes. If you want to change what your organization is producing, you must first understand—and influence—what’s producing it. In manufacturing, we obsess over KPIs, processes, and performance data. But what if the real leverage point lies deeper? Behind every action is a decision. Behind every decision is a belief. And behind every belief is a mindset. This session takes you beneath the surface of your organization’s performance to uncover the unseen drivers of success: the thinking patterns and belief systems shaping behavior on your shop floor, in your offices, and across your leadership team. Because here's the truth: your organization will never rise above the mindset of its people. If you’re ready to stop reacting to problems and start redesigning outcomes, this session is your roadmap. Learn how to shift beliefs, align behaviors, and build a culture that fuels measurable, sustainable transformation—starting with the end in mind.

Enhancing Inspection Efficiency with AI-enabled Computer Vision

SOUTHEAST Session: Manufacturers performing visual inspections on their products have historically had two options: perform the inspection manually, or program a rule-based vision system. Both of these options are slow, inflexible, and costly to maintain. However, as Graphical Processing Units (GPUs) have become more powerful, a third approach has become available: deep learning. Deep learning-based vision systems learn directly from annotated images to perform inference on images. They offer numerous advantages including rapid deployment, greater detection flexibility, and lower development and acquisition costs. They are also easily retrained and reconfigured with minimal to no programming.  As such, they represent a massive opportunity to automate quality inspection for small to medium sized manufacturers. In this presentation, we will discuss the technology that enables AI-based computer vision, the advantages they provide, use cases, and how to best implement them. Attendees will walk away with a clear understanding of where deep learning fits into their operation and how to get started with the right tools and strategy.

Reducing Energy Waste & Downtime: ​A Smarter Approach to Manufacturing Maintenance​

SOUTHEAST Session: Manufacturers face a dual challenge: reducing unplanned downtime while also addressing rising energy costs and sustainability targets. Traditional Reliability-Centered Maintenance (RCM) has focused on asset reliability and uptime, but it often overlooks the significant energy wasted when machines operate in a fault state, up to 20% more electricity. This presentation introduces Energy-Centered Maintenance (ECM) , a next-generation approach that combines predictive maintenance with energy efficiency. By monitoring key parameters of rotating equipment, ECM helps manufacturers detect early signs of inefficiency, prevent failures, and reduce greenhouse gas emissions. Attendees will see real-world case studies, including how a pharmaceutical manufacturer deployed over 140 sensors across global facilities to save 136 hours of downtime and $42,000 in excess energy usage. The session will demonstrate how ECM strategies deliver measurable ROI, improve operational excellence, and align maintenance practices with corporate sustainability goals

Ronald Graves

Speaker at SOUTHEAST: Ronald Graves, President, Poiema Corporation